| 基于遗传算法BP神经网络优化IRFPA非均匀性适应校正算法 |
| |
| 引用本文： | 刘平郁,初立旭,李春丽,唐迪.基于遗传算法BP神经网络优化IRFPA非均匀性适应校正算法[J].科技信息,2013(9):84-85. |
| |
| 作者姓名： | 刘平郁 初立旭 李春丽 唐迪 |
| |
| 作者单位： | 大连市供水有限公司,辽宁大连116021 |
| |
| 摘 要： | 本文具体研究了红外图像非均匀性校正算法中的基于场景类BP神经网络校正算法。针对BP神经网络算法运算量大、容易进入局部最小值、实时性能差的问题,提出利用遗传算法优化BP神经网络校正过程的算法。
|
| 关 键 词： | 非均匀性校正 BP神经网络算法 遗传算法 |
Genetic Algorithm BP Neural Network Optimization of IRFPA Nonuniformity Correction Algorithm Based on Adaptive |
| |
| LIU Ping-yu,CHU Li-xu,LI Chun-li,TANG Di.Genetic Algorithm BP Neural Network Optimization of IRFPA Nonuniformity Correction Algorithm Based on Adaptive[J].Science,2013(9):84-85. |
| |
| Authors: | LIU Ping-yu CHU Li-xu LI Chun-li TANG Di |
| |
| Institution: | (Dalian Water Supply co.,ltd, Dalian Liaoning, 116021) |
| |
| Abstract: | This paper studies the infrared image nonuniformity correction algorithm based on scene in BP neural network correction algorithm. According to the BP neural network algorithm for computing large, easily into the local minimum, poor real-time performance problems, proposes the use of genetic algorithm to optimize BP neural network calibration algorithm. |
| |
| Keywords: | Non-uniformity correction BP neural network algorithm Genetic algorithm |
| 本文献已被 维普 等数据库收录！ |
